Pandas Profiling Report

Dataset statistics

Number of variables	24
Number of observations	11182
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	2.0 MiB
Average record size in memory	192.0 B

Variable types

Numeric	23
Categorical	1

Alerts

`Admin and Support Services` is highly correlated with `Business Services` and 7 other fields	High correlation
`Business Services` is highly correlated with `Admin and Support Services` and 11 other fields	High correlation
`Construction` is highly correlated with `Business Services` and 1 other fields	High correlation
`Education and Training` is highly correlated with `Food and Beverage Services` and 1 other fields	High correlation
`Finance and Insurance` is highly correlated with `Admin and Support Services` and 8 other fields	High correlation
`Food and Beverage Services` is highly correlated with `Admin and Support Services` and 9 other fields	High correlation
`Health Care and Social Assistance` is highly correlated with `Business Services` and 4 other fields	High correlation
`Information Media and Telecommunications` is highly correlated with `Admin and Support Services` and 7 other fields	High correlation
`Manufacturing` is highly correlated with `Business Services` and 1 other fields	High correlation
`Other Services` is highly correlated with `Admin and Support Services` and 8 other fields	High correlation
`Real Estate Services` is highly correlated with `Admin and Support Services` and 7 other fields	High correlation
`Retail Trade` is highly correlated with `Admin and Support Services` and 7 other fields	High correlation
`Transport, Postal and Storage` is highly correlated with `Total establishments in block`	High correlation
`Wholesale Trade` is highly correlated with `Business Services` and 1 other fields	High correlation
`Total establishments in block` is highly correlated with `Admin and Support Services` and 13 other fields	High correlation
`Accommodation` is highly correlated with `Admin and Support Services` and 19 other fields	High correlation
`Admin and Support Services` is highly correlated with `Accommodation` and 19 other fields	High correlation
`Agriculture and Mining` is highly correlated with `Accommodation` and 19 other fields	High correlation
`Arts and Recreation Services` is highly correlated with `Accommodation` and 19 other fields	High correlation
`Business Services` is highly correlated with `Accommodation` and 19 other fields	High correlation
`Construction` is highly correlated with `Accommodation` and 19 other fields	High correlation
`Education and Training` is highly correlated with `Accommodation` and 19 other fields	High correlation
`Electricity, Gas, Water and Waste Services` is highly correlated with `Accommodation` and 19 other fields	High correlation
`Finance and Insurance` is highly correlated with `Accommodation` and 19 other fields	High correlation
`Food and Beverage Services` is highly correlated with `Accommodation` and 19 other fields	High correlation
`Health Care and Social Assistance` is highly correlated with `Accommodation` and 19 other fields	High correlation
`Information Media and Telecommunications` is highly correlated with `Accommodation` and 19 other fields	High correlation
`Manufacturing` is highly correlated with `Accommodation` and 19 other fields	High correlation
`Other Services` is highly correlated with `Accommodation` and 19 other fields	High correlation
`Public Administration and Safety` is highly correlated with `Accommodation` and 19 other fields	High correlation
`Real Estate Services` is highly correlated with `Accommodation` and 19 other fields	High correlation
`Rental and Hiring Services` is highly correlated with `Accommodation` and 19 other fields	High correlation
`Retail Trade` is highly correlated with `Accommodation` and 19 other fields	High correlation
`Transport, Postal and Storage` is highly correlated with `Accommodation` and 19 other fields	High correlation
`Wholesale Trade` is highly correlated with `Accommodation` and 19 other fields	High correlation
`Total establishments in block` is highly correlated with `Accommodation` and 19 other fields	High correlation
`Admin and Support Services` is highly correlated with `Business Services` and 7 other fields	High correlation
`Business Services` is highly correlated with `Admin and Support Services` and 7 other fields	High correlation
`Finance and Insurance` is highly correlated with `Admin and Support Services` and 7 other fields	High correlation
`Food and Beverage Services` is highly correlated with `Admin and Support Services` and 6 other fields	High correlation
`Information Media and Telecommunications` is highly correlated with `Admin and Support Services` and 3 other fields	High correlation
`Other Services` is highly correlated with `Admin and Support Services` and 5 other fields	High correlation
`Real Estate Services` is highly correlated with `Admin and Support Services` and 4 other fields	High correlation
`Retail Trade` is highly correlated with `Admin and Support Services` and 6 other fields	High correlation
`Total establishments in block` is highly correlated with `Admin and Support Services` and 6 other fields	High correlation
`Block ID` is highly correlated with `CLUE small area`	High correlation
`CLUE small area` is highly correlated with `Block ID` and 21 other fields	High correlation
`Accommodation` is highly correlated with `CLUE small area` and 20 other fields	High correlation
`Admin and Support Services` is highly correlated with `CLUE small area` and 20 other fields	High correlation
`Agriculture and Mining` is highly correlated with `CLUE small area` and 20 other fields	High correlation
`Arts and Recreation Services` is highly correlated with `CLUE small area` and 20 other fields	High correlation
`Business Services` is highly correlated with `CLUE small area` and 20 other fields	High correlation
`Construction` is highly correlated with `CLUE small area` and 20 other fields	High correlation
`Education and Training` is highly correlated with `CLUE small area` and 20 other fields	High correlation
`Electricity, Gas, Water and Waste Services` is highly correlated with `CLUE small area` and 20 other fields	High correlation
`Finance and Insurance` is highly correlated with `CLUE small area` and 20 other fields	High correlation
`Food and Beverage Services` is highly correlated with `CLUE small area` and 20 other fields	High correlation
`Health Care and Social Assistance` is highly correlated with `CLUE small area` and 20 other fields	High correlation
`Information Media and Telecommunications` is highly correlated with `CLUE small area` and 20 other fields	High correlation
`Manufacturing` is highly correlated with `CLUE small area` and 20 other fields	High correlation
`Other Services` is highly correlated with `CLUE small area` and 20 other fields	High correlation
`Public Administration and Safety` is highly correlated with `CLUE small area` and 20 other fields	High correlation
`Real Estate Services` is highly correlated with `CLUE small area` and 20 other fields	High correlation
`Rental and Hiring Services` is highly correlated with `CLUE small area` and 20 other fields	High correlation
`Retail Trade` is highly correlated with `CLUE small area` and 20 other fields	High correlation
`Transport, Postal and Storage` is highly correlated with `CLUE small area` and 20 other fields	High correlation
`Wholesale Trade` is highly correlated with `CLUE small area` and 20 other fields	High correlation
`Total establishments in block` is highly correlated with `CLUE small area` and 20 other fields	High correlation
`Accommodation` is highly skewed (γ1 = 24.72527601)	Skewed
`Admin and Support Services` is highly skewed (γ1 = 23.80132183)	Skewed
`Agriculture and Mining` is highly skewed (γ1 = 23.41799433)	Skewed
`Arts and Recreation Services` is highly skewed (γ1 = 24.55484496)	Skewed
`Business Services` is highly skewed (γ1 = 24.10382165)	Skewed
`Construction` is highly skewed (γ1 = 26.55498905)	Skewed
`Education and Training` is highly skewed (γ1 = 25.66070414)	Skewed
`Electricity, Gas, Water and Waste Services` is highly skewed (γ1 = 24.00862178)	Skewed
`Finance and Insurance` is highly skewed (γ1 = 23.52207416)	Skewed
`Food and Beverage Services` is highly skewed (γ1 = 25.34590849)	Skewed
`Health Care and Social Assistance` is highly skewed (γ1 = 24.10926695)	Skewed
`Information Media and Telecommunications` is highly skewed (γ1 = 24.87236844)	Skewed
`Manufacturing` is highly skewed (γ1 = 22.97753371)	Skewed
`Other Services` is highly skewed (γ1 = 24.35656823)	Skewed
`Public Administration and Safety` is highly skewed (γ1 = 23.74148493)	Skewed
`Real Estate Services` is highly skewed (γ1 = 26.13835536)	Skewed
`Rental and Hiring Services` is highly skewed (γ1 = 23.66925392)	Skewed
`Retail Trade` is highly skewed (γ1 = 23.66793776)	Skewed
`Transport, Postal and Storage` is highly skewed (γ1 = 23.89501573)	Skewed
`Wholesale Trade` is highly skewed (γ1 = 22.77369311)	Skewed
`Total establishments in block` is highly skewed (γ1 = 24.29171837)	Skewed
`Accommodation` has 8480 (75.8%) zeros	Zeros
`Admin and Support Services` has 8072 (72.2%) zeros	Zeros
`Agriculture and Mining` has 10488 (93.8%) zeros	Zeros
`Arts and Recreation Services` has 6669 (59.6%) zeros	Zeros
`Business Services` has 6494 (58.1%) zeros	Zeros
`Construction` has 8676 (77.6%) zeros	Zeros
`Education and Training` has 7912 (70.8%) zeros	Zeros
`Electricity, Gas, Water and Waste Services` has 8679 (77.6%) zeros	Zeros
`Finance and Insurance` has 8458 (75.6%) zeros	Zeros
`Food and Beverage Services` has 5947 (53.2%) zeros	Zeros
`Health Care and Social Assistance` has 7346 (65.7%) zeros	Zeros
`Information Media and Telecommunications` has 8276 (74.0%) zeros	Zeros
`Manufacturing` has 8117 (72.6%) zeros	Zeros
`Other Services` has 5490 (49.1%) zeros	Zeros
`Public Administration and Safety` has 8904 (79.6%) zeros	Zeros
`Real Estate Services` has 8858 (79.2%) zeros	Zeros
`Rental and Hiring Services` has 10296 (92.1%) zeros	Zeros
`Retail Trade` has 6521 (58.3%) zeros	Zeros
`Transport, Postal and Storage` has 8391 (75.0%) zeros	Zeros
`Wholesale Trade` has 8095 (72.4%) zeros	Zeros
`Total establishments in block` has 1208 (10.8%) zeros	Zeros

Reproduction

Analysis started	2021-11-18 03:38:33.926854
Analysis finished	2021-11-18 03:40:13.684020
Duration	1 minute and 39.76 seconds
Software version	pandas-profiling v3.1.1
Download configuration	config.json

Census year
Real number (ℝ_≥0)

Distinct	19
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2011.203005

Minimum	2002
Maximum	2020
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	87.5 KiB

Quantile statistics

Minimum	2002
5-th percentile	2003
Q1	2007
median	2011
Q3	2016
95-th percentile	2020
Maximum	2020
Range	18
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	5.426906792
Coefficient of variation (CV)	0.002698338645
Kurtosis	-1.17688402
Mean	2011.203005
Median Absolute Deviation (MAD)	5
Skewness	-0.04665219053
Sum	22489272
Variance	29.45131733
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
2015	607	5.4%
2012	607	5.4%
2016	607	5.4%
2009	607	5.4%
2010	607	5.4%
2011	607	5.4%
2019	607	5.4%
2013	607	5.4%
2014	607	5.4%
2008	607	5.4%
Other values (9)	5112	45.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2002	547	4.9%
2003	547	4.9%
2004	547	4.9%
2005	547	4.9%
2006	547	4.9%
2007	559	5.0%
2008	607	5.4%
2009	607	5.4%
2010	607	5.4%
2011	607	5.4%

Value	Count	Frequency (%)
2020	606	5.4%
2019	607	5.4%
2018	606	5.4%
2017	606	5.4%
2016	607	5.4%
2015	607	5.4%
2014	607	5.4%
2013	607	5.4%
2012	607	5.4%
2011	607	5.4%

Block ID
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	607
Distinct (%)	5.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	618.2246468

Minimum	0
Maximum	2548
Zeros	19
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	87.5 KiB

Quantile statistics

Minimum	0
5-th percentile	38
Q1	259
median	508
Q3	782
95-th percentile	2505
Maximum	2548
Range	2548
Interquartile range (IQR)	523

Descriptive statistics

Standard deviation	589.6327781
Coefficient of variation (CV)	0.9537516519
Kurtosis	4.491948908
Mean	618.2246468
Median Absolute Deviation (MAD)	261
Skewness	2.138454138
Sum	6912988
Variance	347666.813
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1111	19	0.2%
244	19	0.2%
850	19	0.2%
810	19	0.2%
802	19	0.2%
794	19	0.2%
786	19	0.2%
778	19	0.2%
746	19	0.2%
738	19	0.2%
Other values (597)	10992	98.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	19	0.2%
1	19	0.2%
2	19	0.2%
4	19	0.2%
5	19	0.2%
6	19	0.2%
11	19	0.2%
12	19	0.2%
13	19	0.2%
14	19	0.2%

Value	Count	Frequency (%)
2548	13	0.1%
2547	13	0.1%
2546	13	0.1%
2545	13	0.1%
2544	13	0.1%
2543	13	0.1%
2542	13	0.1%
2541	13	0.1%
2540	13	0.1%
2539	13	0.1%

CLUE small area
Categorical

HIGH CORRELATION

Distinct	14
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	87.5 KiB

Kensington	1935
North Melbourne	1726
Melbourne (CBD)	1577
Carlton	1349
West Melbourne (Residential)	912
Other values (9)	3683

Length

Max length	28
Median length	14
Mean length	13.52387766
Min length	7

Characters and Unicode

Total characters	151224
Distinct characters	36
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Melbourne (CBD)
2nd row	Melbourne (CBD)
3rd row	Melbourne (CBD)
4th row	Melbourne (CBD)
5th row	Melbourne (CBD)

Common Values

Value	Count	Frequency (%)
Kensington	1935	17.3%
North Melbourne	1726	15.4%
Melbourne (CBD)	1577	14.1%
Carlton	1349	12.1%
West Melbourne (Residential)	912	8.2%
Southbank	760	6.8%
East Melbourne	703	6.3%
Parkville	646	5.8%
Port Melbourne	378	3.4%
Docklands	323	2.9%
Other values (4)	873	7.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
melbourne	5846	31.5%
kensington	1935	10.4%
north	1726	9.3%
cbd	1577	8.5%
carlton	1349	7.3%
west	1158	6.2%
residential	912	4.9%
southbank	760	4.1%
east	703	3.8%
parkville	646	3.5%
Other values (9)	1935	10.4%

Most occurring characters

Value	Count	Frequency (%)
e	17825	11.8%
n	15526	10.3%
o	12678	8.4%
r	11122	7.4%
l	9987	6.6%
t	9547	6.3%
	7365	4.9%
u	7175	4.7%
b	6606	4.4%
a	5889	3.9%
Other values (26)	47504	31.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	116118	76.8%
Uppercase Letter	21663	14.3%
Space Separator	7365	4.9%
Open Punctuation	3039	2.0%
Close Punctuation	3039	2.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	17825	15.4%
n	15526	13.4%
o	12678	10.9%
r	11122	9.6%
l	9987	8.6%
t	9547	8.2%
u	7175	6.2%
b	6606	5.7%
a	5889	5.1%
s	5277	4.5%
Other values (10)	14486	12.5%

Uppercase Letter

Value	Count	Frequency (%)
M	5846	27.0%
C	2945	13.6%
K	1935	8.9%
D	1900	8.8%
N	1726	8.0%
B	1577	7.3%
R	1197	5.5%
W	1158	5.3%
S	1083	5.0%
P	1024	4.7%
Other values (3)	1272	5.9%

Space Separator

Value	Count	Frequency (%)
	7365	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	3039	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	3039	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	137781	91.1%
Common	13443	8.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	17825	12.9%
n	15526	11.3%
o	12678	9.2%
r	11122	8.1%
l	9987	7.2%
t	9547	6.9%
u	7175	5.2%
b	6606	4.8%
a	5889	4.3%
M	5846	4.2%
Other values (23)	35580	25.8%

Common

Value	Count	Frequency (%)
	7365	54.8%
(	3039	22.6%
)	3039	22.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	151224	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	17825	11.8%
n	15526	10.3%
o	12678	8.4%
r	11122	7.4%
l	9987	6.6%
t	9547	6.3%
	7365	4.9%
u	7175	4.7%
b	6606	4.4%
a	5889	3.9%
Other values (26)	47504	31.4%

Accommodation
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct	30
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.8696118762

Minimum	0
Maximum	342
Zeros	8480
Zeros (%)	75.8%
Negative	0
Negative (%)	0.0%
Memory size	87.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2.95
Maximum	342
Range	342
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	10.68615417
Coefficient of variation (CV)	12.28841793
Kurtosis	628.3090112
Mean	0.8696118762
Median Absolute Deviation (MAD)	0
Skewness	24.72527601
Sum	9724
Variance	114.1938909
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
0	8480	75.8%
1	1457	13.0%
2	685	6.1%
3	340	3.0%
4	98	0.9%
5	44	0.4%
6	32	0.3%
7	19	0.2%
10	3	< 0.1%
206	2	< 0.1%
Other values (20)	22	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8480	75.8%
1	1457	13.0%
2	685	6.1%
3	340	3.0%
4	98	0.9%
5	44	0.4%
6	32	0.3%
7	19	0.2%
8	1	< 0.1%
9	2	< 0.1%

Value	Count	Frequency (%)
342	1	< 0.1%
314	1	< 0.1%
300	1	< 0.1%
296	1	< 0.1%
290	1	< 0.1%
270	1	< 0.1%
268	1	< 0.1%
262	1	< 0.1%
261	1	< 0.1%
252	1	< 0.1%

Admin and Support Services
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct	64
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.29869433

Minimum	0
Maximum	757
Zeros	8072
Zeros (%)	72.2%
Negative	0
Negative (%)	0.0%
Memory size	87.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	6
Maximum	757
Range	757
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	28.1722511
Coefficient of variation (CV)	12.25576221
Kurtosis	577.5859634
Mean	2.29869433
Median Absolute Deviation (MAD)	0
Skewness	23.80132183
Sum	25704
Variance	793.6757321
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	8072	72.2%
1	1235	11.0%
2	610	5.5%
3	348	3.1%
4	207	1.9%
5	114	1.0%
7	79	0.7%
6	74	0.7%
8	50	0.4%
12	46	0.4%
Other values (54)	347	3.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8072	72.2%
1	1235	11.0%
2	610	5.5%
3	348	3.1%
4	207	1.9%
5	114	1.0%
6	74	0.7%
7	79	0.7%
8	50	0.4%
9	37	0.3%

Value	Count	Frequency (%)
757	1	< 0.1%
748	1	< 0.1%
732	1	< 0.1%
724	1	< 0.1%
719	1	< 0.1%
716	1	< 0.1%
702	1	< 0.1%
701	1	< 0.1%
698	1	< 0.1%
679	1	< 0.1%

Agriculture and Mining
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct	26
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2207118583

Minimum	0
Maximum	80
Zeros	10488
Zeros (%)	93.8%
Negative	0
Negative (%)	0.0%
Memory size	87.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	80
Range	80
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.75599343
Coefficient of variation (CV)	12.48683895
Kurtosis	577.3422264
Mean	0.2207118583
Median Absolute Deviation (MAD)	0
Skewness	23.41799433
Sum	2468
Variance	7.595499788
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0	10488	93.8%
1	419	3.7%
2	131	1.2%
3	46	0.4%
4	30	0.3%
5	26	0.2%
7	9	0.1%
6	8	0.1%
75	3	< 0.1%
56	2	< 0.1%
Other values (16)	20	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	10488	93.8%
1	419	3.7%
2	131	1.2%
3	46	0.4%
4	30	0.3%
5	26	0.2%
6	8	0.1%
7	9	0.1%
8	2	< 0.1%
9	2	< 0.1%

Value	Count	Frequency (%)
80	1	< 0.1%
76	1	< 0.1%
75	3	< 0.1%
72	1	< 0.1%
71	1	< 0.1%
70	1	< 0.1%
68	1	< 0.1%
67	1	< 0.1%
64	1	< 0.1%
58	1	< 0.1%

Arts and Recreation Services
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct	48
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.865676981

Minimum	0
Maximum	651
Zeros	6669
Zeros (%)	59.6%
Negative	0
Negative (%)	0.0%
Memory size	87.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	4
Maximum	651
Range	651
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	22.93302125
Coefficient of variation (CV)	12.29206421
Kurtosis	616.3824244
Mean	1.865676981
Median Absolute Deviation (MAD)	0
Skewness	24.55484496
Sum	20862
Variance	525.9234636
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=48)

Value	Count	Frequency (%)
0	6669	59.6%
1	2539	22.7%
2	937	8.4%
3	437	3.9%
4	143	1.3%
5	116	1.0%
6	66	0.6%
11	50	0.4%
7	36	0.3%
9	32	0.3%
Other values (38)	157	1.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6669	59.6%
1	2539	22.7%
2	937	8.4%
3	437	3.9%
4	143	1.3%
5	116	1.0%
6	66	0.6%
7	36	0.3%
8	24	0.2%
9	32	0.3%

Value	Count	Frequency (%)
651	1	< 0.1%
641	1	< 0.1%
634	1	< 0.1%
627	1	< 0.1%
626	1	< 0.1%
602	1	< 0.1%
598	1	< 0.1%
584	1	< 0.1%
582	1	< 0.1%
578	1	< 0.1%

Business Services
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct	118
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.649078877

Minimum	0
Maximum	2842
Zeros	6494
Zeros (%)	58.1%
Negative	0
Negative (%)	0.0%
Memory size	87.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3
95-th percentile	22
Maximum	2842
Range	2842
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	106.0229175
Coefficient of variation (CV)	12.25829005
Kurtosis	592.2949253
Mean	8.649078877
Median Absolute Deviation (MAD)	0
Skewness	24.10382165
Sum	96714
Variance	11240.85905
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	6494	58.1%
1	991	8.9%
2	683	6.1%
3	475	4.2%
4	385	3.4%
5	258	2.3%
6	204	1.8%
7	180	1.6%
10	123	1.1%
8	123	1.1%
Other values (108)	1266	11.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6494	58.1%
1	991	8.9%
2	683	6.1%
3	475	4.2%
4	385	3.4%
5	258	2.3%
6	204	1.8%
7	180	1.6%
8	123	1.1%
9	93	0.8%

Value	Count	Frequency (%)
2842	1	< 0.1%
2814	1	< 0.1%
2772	2	< 0.1%
2770	2	< 0.1%
2737	2	< 0.1%
2705	1	< 0.1%
2663	1	< 0.1%
2648	1	< 0.1%
2619	1	< 0.1%
2475	1	< 0.1%

Construction
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct	39
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.9187980683

Minimum	0
Maximum	399
Zeros	8676
Zeros (%)	77.6%
Negative	0
Negative (%)	0.0%
Memory size	87.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	3
Maximum	399
Range	399
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	11.71277867
Coefficient of variation (CV)	12.74793567
Kurtosis	745.7304142
Mean	0.9187980683
Median Absolute Deviation (MAD)	0
Skewness	26.55498905
Sum	10274
Variance	137.1891842
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=39)

Value	Count	Frequency (%)
0	8676	77.6%
1	1373	12.3%
2	524	4.7%
3	268	2.4%
4	142	1.3%
5	81	0.7%
6	33	0.3%
7	21	0.2%
8	12	0.1%
12	6	0.1%
Other values (29)	46	0.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8676	77.6%
1	1373	12.3%
2	524	4.7%
3	268	2.4%
4	142	1.3%
5	81	0.7%
6	33	0.3%
7	21	0.2%
8	12	0.1%
9	6	0.1%

Value	Count	Frequency (%)
399	1	< 0.1%
390	1	< 0.1%
376	1	< 0.1%
348	1	< 0.1%
340	1	< 0.1%
330	1	< 0.1%
312	1	< 0.1%
307	1	< 0.1%
305	1	< 0.1%
285	1	< 0.1%

Education and Training
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct	47
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.684135217

Minimum	0
Maximum	676
Zeros	7912
Zeros (%)	70.8%
Negative	0
Negative (%)	0.0%
Memory size	87.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	4
Maximum	676
Range	676
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	21.16143453
Coefficient of variation (CV)	12.5651636
Kurtosis	689.1230553
Mean	1.684135217
Median Absolute Deviation (MAD)	0
Skewness	25.66070414
Sum	18832
Variance	447.8063112
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=47)

Value	Count	Frequency (%)
0	7912	70.8%
1	1577	14.1%
2	708	6.3%
3	323	2.9%
4	147	1.3%
6	87	0.8%
5	76	0.7%
7	64	0.6%
8	45	0.4%
9	40	0.4%
Other values (37)	203	1.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7912	70.8%
1	1577	14.1%
2	708	6.3%
3	323	2.9%
4	147	1.3%
5	76	0.7%
6	87	0.8%
7	64	0.6%
8	45	0.4%
9	40	0.4%

Value	Count	Frequency (%)
676	1	< 0.1%
661	1	< 0.1%
651	1	< 0.1%
638	1	< 0.1%
630	1	< 0.1%
540	1	< 0.1%
526	1	< 0.1%
518	1	< 0.1%
517	1	< 0.1%
515	1	< 0.1%

Electricity, Gas, Water and Waste Services
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct	21
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.6310141299

Minimum	0
Maximum	198
Zeros	8679
Zeros (%)	77.6%
Negative	0
Negative (%)	0.0%
Memory size	87.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2
Maximum	198
Range	198
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	7.675872599
Coefficient of variation (CV)	12.16434345
Kurtosis	580.5365938
Mean	0.6310141299
Median Absolute Deviation (MAD)	0
Skewness	24.00862178
Sum	7056
Variance	58.91902015
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
0	8679	77.6%
1	1749	15.6%
2	484	4.3%
3	197	1.8%
4	50	0.4%
5	4	< 0.1%
188	2	< 0.1%
195	2	< 0.1%
186	2	< 0.1%
190	2	< 0.1%
Other values (11)	11	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8679	77.6%
1	1749	15.6%
2	484	4.3%
3	197	1.8%
4	50	0.4%
5	4	< 0.1%
166	1	< 0.1%
167	1	< 0.1%
173	1	< 0.1%
174	1	< 0.1%

Value	Count	Frequency (%)
198	1	< 0.1%
197	1	< 0.1%
196	1	< 0.1%
195	2	< 0.1%
193	1	< 0.1%
190	2	< 0.1%
188	2	< 0.1%
186	2	< 0.1%
185	1	< 0.1%
184	1	< 0.1%

Finance and Insurance
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct	76
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.021641925

Minimum	0
Maximum	967
Zeros	8458
Zeros (%)	75.6%
Negative	0
Negative (%)	0.0%
Memory size	87.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	7
Maximum	967
Range	967
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	37.11488865
Coefficient of variation (CV)	12.28302015
Kurtosis	566.8288366
Mean	3.021641925
Median Absolute Deviation (MAD)	0
Skewness	23.52207416
Sum	33788
Variance	1377.51496
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	8458	75.6%
1	1007	9.0%
2	442	4.0%
3	272	2.4%
4	183	1.6%
5	108	1.0%
6	86	0.8%
7	83	0.7%
8	51	0.5%
9	42	0.4%
Other values (66)	450	4.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8458	75.6%
1	1007	9.0%
2	442	4.0%
3	272	2.4%
4	183	1.6%
5	108	1.0%
6	86	0.8%
7	83	0.7%
8	51	0.5%
9	42	0.4%

Value	Count	Frequency (%)
967	1	< 0.1%
964	1	< 0.1%
963	1	< 0.1%
961	1	< 0.1%
938	1	< 0.1%
931	1	< 0.1%
921	1	< 0.1%
918	2	< 0.1%
913	2	< 0.1%
882	1	< 0.1%

Food and Beverage Services
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct	86
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.482561259

Minimum	0
Maximum	2842
Zeros	5947
Zeros (%)	53.2%
Negative	0
Negative (%)	0.0%
Memory size	87.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3
95-th percentile	24
Maximum	2842
Range	2842
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	92.96899423
Coefficient of variation (CV)	12.42475551
Kurtosis	665.375775
Mean	7.482561259
Median Absolute Deviation (MAD)	0
Skewness	25.34590849
Sum	83670
Variance	8643.233888
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	5947	53.2%
1	1596	14.3%
2	772	6.9%
3	379	3.4%
4	348	3.1%
5	223	2.0%
6	173	1.5%
7	156	1.4%
8	118	1.1%
9	114	1.0%
Other values (76)	1356	12.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5947	53.2%
1	1596	14.3%
2	772	6.9%
3	379	3.4%
4	348	3.1%
5	223	2.0%
6	173	1.5%
7	156	1.4%
8	118	1.1%
9	114	1.0%

Value	Count	Frequency (%)
2842	1	< 0.1%
2788	1	< 0.1%
2735	1	< 0.1%
2716	1	< 0.1%
2714	1	< 0.1%
2607	1	< 0.1%
2545	1	< 0.1%
2406	1	< 0.1%
2289	1	< 0.1%
2239	1	< 0.1%

Health Care and Social Assistance
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct	83
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.338758719

Minimum	0
Maximum	1166
Zeros	7346
Zeros (%)	65.7%
Negative	0
Negative (%)	0.0%
Memory size	87.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	7
Maximum	1166
Range	1166
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	41.28797822
Coefficient of variation (CV)	12.36626594
Kurtosis	600.5299656
Mean	3.338758719
Median Absolute Deviation (MAD)	0
Skewness	24.10926695
Sum	37334
Variance	1704.697145
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	7346	65.7%
1	1542	13.8%
2	720	6.4%
3	407	3.6%
4	302	2.7%
5	196	1.8%
6	92	0.8%
7	79	0.7%
9	58	0.5%
8	50	0.4%
Other values (73)	390	3.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7346	65.7%
1	1542	13.8%
2	720	6.4%
3	407	3.6%
4	302	2.7%
5	196	1.8%
6	92	0.8%
7	79	0.7%
8	50	0.4%
9	58	0.5%

Value	Count	Frequency (%)
1166	1	< 0.1%
1156	1	< 0.1%
1139	1	< 0.1%
1137	1	< 0.1%
1087	1	< 0.1%
1078	1	< 0.1%
1058	1	< 0.1%
1046	1	< 0.1%
1039	1	< 0.1%
1024	1	< 0.1%

Information Media and Telecommunications
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct	33
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.120014309

Minimum	0
Maximum	406
Zeros	8276
Zeros (%)	74.0%
Negative	0
Negative (%)	0.0%
Memory size	87.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	3
Maximum	406
Range	406
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	13.81568574
Coefficient of variation (CV)	12.3352761
Kurtosis	636.3598449
Mean	1.120014309
Median Absolute Deviation (MAD)	0
Skewness	24.87236844
Sum	12524
Variance	190.8731724
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
0	8276	74.0%
1	1495	13.4%
2	616	5.5%
3	284	2.5%
4	203	1.8%
5	105	0.9%
6	81	0.7%
7	49	0.4%
8	16	0.1%
10	16	0.1%
Other values (23)	41	0.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8276	74.0%
1	1495	13.4%
2	616	5.5%
3	284	2.5%
4	203	1.8%
5	105	0.9%
6	81	0.7%
7	49	0.4%
8	16	0.1%
9	13	0.1%

Value	Count	Frequency (%)
406	1	< 0.1%
404	1	< 0.1%
403	1	< 0.1%
391	1	< 0.1%
381	1	< 0.1%
370	1	< 0.1%
364	1	< 0.1%
362	1	< 0.1%
358	1	< 0.1%
344	1	< 0.1%

Manufacturing
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct	57
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.834555536

Minimum	0
Maximum	583
Zeros	8117
Zeros (%)	72.6%
Negative	0
Negative (%)	0.0%
Memory size	87.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	4
Maximum	583
Range	583
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	22.73291126
Coefficient of variation (CV)	12.39150891
Kurtosis	545.0661238
Mean	1.834555536
Median Absolute Deviation (MAD)	0
Skewness	22.97753371
Sum	20514
Variance	516.7852542
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	8117	72.6%
1	1445	12.9%
2	662	5.9%
3	320	2.9%
4	203	1.8%
5	124	1.1%
6	59	0.5%
7	45	0.4%
8	40	0.4%
14	14	0.1%
Other values (47)	153	1.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8117	72.6%
1	1445	12.9%
2	662	5.9%
3	320	2.9%
4	203	1.8%
5	124	1.1%
6	59	0.5%
7	45	0.4%
8	40	0.4%
9	8	0.1%

Value	Count	Frequency (%)
583	1	< 0.1%
580	1	< 0.1%
577	1	< 0.1%
570	1	< 0.1%
567	1	< 0.1%
563	1	< 0.1%
562	1	< 0.1%
553	1	< 0.1%
548	1	< 0.1%
546	1	< 0.1%

Other Services
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct	74
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.705777142

Minimum	0
Maximum	1630
Zeros	5490
Zeros (%)	49.1%
Negative	0
Negative (%)	0.0%
Memory size	87.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	11
Maximum	1630
Range	1630
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	57.60260189
Coefficient of variation (CV)	12.24082657
Kurtosis	603.9754975
Mean	4.705777142
Median Absolute Deviation (MAD)	1
Skewness	24.35656823
Sum	52620
Variance	3318.059745
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	5490	49.1%
1	1976	17.7%
2	968	8.7%
3	648	5.8%
4	437	3.9%
5	257	2.3%
6	231	2.1%
7	216	1.9%
8	139	1.2%
10	130	1.2%
Other values (64)	690	6.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5490	49.1%
1	1976	17.7%
2	968	8.7%
3	648	5.8%
4	437	3.9%
5	257	2.3%
6	231	2.1%
7	216	1.9%
8	139	1.2%
9	104	0.9%

Value	Count	Frequency (%)
1630	1	< 0.1%
1599	1	< 0.1%
1583	1	< 0.1%
1582	1	< 0.1%
1528	1	< 0.1%
1507	1	< 0.1%
1468	1	< 0.1%
1454	1	< 0.1%
1442	1	< 0.1%
1387	1	< 0.1%

Public Administration and Safety
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct	38
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.9370416741

Minimum	0
Maximum	305
Zeros	8904
Zeros (%)	79.6%
Negative	0
Negative (%)	0.0%
Memory size	87.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	3
Maximum	305
Range	305
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	11.46316444
Coefficient of variation (CV)	12.23335605
Kurtosis	573.4997373
Mean	0.9370416741
Median Absolute Deviation (MAD)	0
Skewness	23.74148493
Sum	10478
Variance	131.4041389
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=38)

Value	Count	Frequency (%)
0	8904	79.6%
1	1277	11.4%
2	406	3.6%
3	239	2.1%
4	98	0.9%
5	67	0.6%
6	38	0.3%
7	34	0.3%
11	17	0.2%
8	15	0.1%
Other values (28)	87	0.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8904	79.6%
1	1277	11.4%
2	406	3.6%
3	239	2.1%
4	98	0.9%
5	67	0.6%
6	38	0.3%
7	34	0.3%
8	15	0.1%
9	9	0.1%

Value	Count	Frequency (%)
305	1	< 0.1%
303	1	< 0.1%
294	1	< 0.1%
293	2	< 0.1%
290	1	< 0.1%
287	1	< 0.1%
281	1	< 0.1%
279	1	< 0.1%
275	1	< 0.1%
274	1	< 0.1%

Real Estate Services
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct	39
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.014845287

Minimum	0
Maximum	432
Zeros	8858
Zeros (%)	79.2%
Negative	0
Negative (%)	0.0%
Memory size	87.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	3
Maximum	432
Range	432
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	12.81184671
Coefficient of variation (CV)	12.62443337
Kurtosis	723.7945378
Mean	1.014845287
Median Absolute Deviation (MAD)	0
Skewness	26.13835536
Sum	11348
Variance	164.1434161
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=39)

Value	Count	Frequency (%)
0	8858	79.2%
1	1078	9.6%
2	529	4.7%
3	236	2.1%
4	162	1.4%
5	99	0.9%
6	68	0.6%
7	40	0.4%
9	30	0.3%
8	20	0.2%
Other values (29)	62	0.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8858	79.2%
1	1078	9.6%
2	529	4.7%
3	236	2.1%
4	162	1.4%
5	99	0.9%
6	68	0.6%
7	40	0.4%
8	20	0.2%
9	30	0.3%

Value	Count	Frequency (%)
432	1	< 0.1%
430	1	< 0.1%
417	1	< 0.1%
379	1	< 0.1%
375	1	< 0.1%
347	1	< 0.1%
333	1	< 0.1%
316	1	< 0.1%
306	1	< 0.1%
293	1	< 0.1%

Rental and Hiring Services
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct	25
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2239313182

Minimum	0
Maximum	79
Zeros	10296
Zeros (%)	92.1%
Negative	0
Negative (%)	0.0%
Memory size	87.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	79
Range	79
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.777651043
Coefficient of variation (CV)	12.40403113
Kurtosis	581.5678844
Mean	0.2239313182
Median Absolute Deviation (MAD)	0
Skewness	23.66925392
Sum	2504
Variance	7.715345316
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
0	10296	92.1%
1	640	5.7%
2	155	1.4%
3	46	0.4%
4	12	0.1%
7	5	< 0.1%
8	4	< 0.1%
71	4	< 0.1%
10	4	< 0.1%
70	1	< 0.1%
Other values (15)	15	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	10296	92.1%
1	640	5.7%
2	155	1.4%
3	46	0.4%
4	12	0.1%
7	5	< 0.1%
8	4	< 0.1%
9	1	< 0.1%
10	4	< 0.1%
43	1	< 0.1%

Value	Count	Frequency (%)
79	1	< 0.1%
77	1	< 0.1%
73	1	< 0.1%
72	1	< 0.1%
71	4	< 0.1%
70	1	< 0.1%
69	1	< 0.1%
67	1	< 0.1%
66	1	< 0.1%
65	1	< 0.1%

Retail Trade
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct	129
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.722768735

Minimum	0
Maximum	2577
Zeros	6521
Zeros (%)	58.3%
Negative	0
Negative (%)	0.0%
Memory size	87.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	16.95
Maximum	2577
Range	2577
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	95.13566144
Coefficient of variation (CV)	12.31885412
Kurtosis	575.9911193
Mean	7.722768735
Median Absolute Deviation (MAD)	0
Skewness	23.66793776
Sum	86356
Variance	9050.794078
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	6521	58.3%
1	1522	13.6%
2	749	6.7%
3	434	3.9%
4	319	2.9%
5	255	2.3%
7	153	1.4%
6	142	1.3%
8	112	1.0%
10	97	0.9%
Other values (119)	878	7.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6521	58.3%
1	1522	13.6%
2	749	6.7%
3	434	3.9%
4	319	2.9%
5	255	2.3%
6	142	1.3%
7	153	1.4%
8	112	1.0%
9	84	0.8%

Value	Count	Frequency (%)
2577	1	< 0.1%
2500	1	< 0.1%
2495	1	< 0.1%
2474	1	< 0.1%
2439	1	< 0.1%
2432	1	< 0.1%
2424	1	< 0.1%
2396	1	< 0.1%
2385	1	< 0.1%
2328	1	< 0.1%

Transport, Postal and Storage
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct	36
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.182614917

Minimum	0
Maximum	387
Zeros	8391
Zeros (%)	75.0%
Negative	0
Negative (%)	0.0%
Memory size	87.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	3
Maximum	387
Range	387
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	14.43375704
Coefficient of variation (CV)	12.20495094
Kurtosis	578.4440989
Mean	1.182614917
Median Absolute Deviation (MAD)	0
Skewness	23.89501573
Sum	13224
Variance	208.3333423
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=36)

Value	Count	Frequency (%)
0	8391	75.0%
1	1478	13.2%
2	548	4.9%
3	254	2.3%
4	162	1.4%
5	92	0.8%
6	52	0.5%
9	40	0.4%
7	40	0.4%
8	35	0.3%
Other values (26)	90	0.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8391	75.0%
1	1478	13.2%
2	548	4.9%
3	254	2.3%
4	162	1.4%
5	92	0.8%
6	52	0.5%
7	40	0.4%
8	35	0.3%
9	40	0.4%

Value	Count	Frequency (%)
387	1	< 0.1%
380	1	< 0.1%
373	1	< 0.1%
372	1	< 0.1%
366	1	< 0.1%
361	1	< 0.1%
349	3	< 0.1%
348	1	< 0.1%
347	2	< 0.1%
343	2	< 0.1%

Wholesale Trade
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct	52
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.890180647

Minimum	0
Maximum	651
Zeros	8095
Zeros (%)	72.4%
Negative	0
Negative (%)	0.0%
Memory size	87.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	3
Maximum	651
Range	651
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	24.25254529
Coefficient of variation (CV)	12.83080817
Kurtosis	548.9516925
Mean	1.890180647
Median Absolute Deviation (MAD)	0
Skewness	22.77369311
Sum	21136
Variance	588.1859531
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	8095	72.4%
1	1594	14.3%
2	731	6.5%
3	252	2.3%
4	137	1.2%
5	86	0.8%
6	42	0.4%
7	42	0.4%
8	28	0.3%
13	22	0.2%
Other values (42)	153	1.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8095	72.4%
1	1594	14.3%
2	731	6.5%
3	252	2.3%
4	137	1.2%
5	86	0.8%
6	42	0.4%
7	42	0.4%
8	28	0.3%
9	12	0.1%

Value	Count	Frequency (%)
651	1	< 0.1%
646	1	< 0.1%
639	1	< 0.1%
632	1	< 0.1%
631	1	< 0.1%
628	1	< 0.1%
619	1	< 0.1%
611	1	< 0.1%
608	1	< 0.1%
607	1	< 0.1%

Total establishments in block
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct	305
Distinct (%)	2.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	51.61241281

Minimum	0
Maximum	16766
Zeros	1208
Zeros (%)	10.8%
Negative	0
Negative (%)	0.0%
Memory size	87.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	7
Q3	24
95-th percentile	143
Maximum	16766
Range	16766
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	629.9442224
Coefficient of variation (CV)	12.20528528
Kurtosis	597.0967207
Mean	51.61241281
Median Absolute Deviation (MAD)	6
Skewness	24.29171837
Sum	577130
Variance	396829.7233
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1398	12.5%
0	1208	10.8%
2	983	8.8%
3	750	6.7%
4	482	4.3%
5	439	3.9%
7	338	3.0%
6	307	2.7%
8	300	2.7%
9	217	1.9%
Other values (295)	4760	42.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1208	10.8%
1	1398	12.5%
2	983	8.8%
3	750	6.7%
4	482	4.3%
5	439	3.9%
6	307	2.7%
7	338	3.0%
8	300	2.7%
9	217	1.9%

Value	Count	Frequency (%)
16766	1	< 0.1%
16723	1	< 0.1%
16717	1	< 0.1%
16561	1	< 0.1%
16355	1	< 0.1%
16345	1	< 0.1%
16334	1	< 0.1%
16091	1	< 0.1%
15977	1	< 0.1%
15713	1	< 0.1%

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows

	Census year	Block ID	CLUE small area	Accommodation	Admin and Support Services	Agriculture and Mining	Arts and Recreation Services	Business Services	Construction	Education and Training	Electricity, Gas, Water and Waste Services	Finance and Insurance	Food and Beverage Services	Health Care and Social Assistance	Information Media and Telecommunications	Manufacturing	Other Services	Public Administration and Safety	Real Estate Services	Rental and Hiring Services	Retail Trade	Transport, Postal and Storage	Wholesale Trade	Total establishments in block
0	2020	1	Melbourne (CBD)	0	1	0	1	2	0	0	2	2	5	0	0	0	3	0	0	1	2	1	0	20
1	2020	2	Melbourne (CBD)	0	0	0	3	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	3
2	2020	4	Melbourne (CBD)	0	0	0	5	0	0	2	0	0	13	1	0	0	2	1	0	0	7	5	0	36
3	2020	5	Melbourne (CBD)	0	0	0	0	0	0	0	0	0	1	0	1	0	0	0	0	0	2	0	0	4
4	2020	6	Melbourne (CBD)	0	1	0	4	0	0	0	0	0	16	0	1	0	2	1	3	1	3	2	0	34
5	2020	11	Melbourne (CBD)	6	7	0	3	18	2	0	0	1	21	2	1	1	7	0	4	0	1	1	0	75
6	2020	12	Melbourne (CBD)	3	3	0	2	12	0	12	2	3	19	1	1	0	4	2	0	0	4	1	0	69
7	2020	13	Melbourne (CBD)	0	6	2	2	22	2	3	2	10	5	2	5	2	5	0	2	0	4	1	0	75
8	2020	14	Melbourne (CBD)	3	9	2	2	51	5	9	1	18	26	5	4	1	32	3	7	0	14	1	4	197
9	2020	15	Melbourne (CBD)	4	12	1	26	30	2	9	0	6	46	7	4	20	62	1	2	0	34	0	1	267

Last rows

	Census year	CLUE small area	Accommodation	Admin and Support Services	Agriculture and Mining	Arts and Recreation Services	Business Services	Construction	Education and Training	Electricity, Gas, Water and Waste Services	Finance and Insurance	Food and Beverage Services	Health Care and Social Assistance	Information Media and Telecommunications	Manufacturing	Other Services	Public Administration and Safety	Real Estate Services	Rental and Hiring Services	Retail Trade	Transport, Postal and Storage	Wholesale Trade	Total establishments in block
11172	2011	City of Melbourne (total)	252	724	75	582	2648	285	518	188	913	2239	1024	344	583	1387	287	293	79	2577	347	632	15977
11173	2010	City of Melbourne (total)	247	732	75	574	2619	266	509	197	913	2153	1019	358	577	1385	294	283	77	2439	348	631	15696
11174	2009	City of Melbourne (total)	251	757	80	561	2705	256	515	195	964	2077	998	381	562	1370	293	279	69	2432	349	619	15713
11175	2008	City of Melbourne (total)	236	748	76	528	2663	238	512	198	961	1968	951	403	580	1305	305	269	73	2328	372	651	15365
11176	2007	City of Melbourne (total)	227	716	68	495	2475	203	434	190	882	1883	920	404	563	1257	290	246	71	2326	373	646	14669
11177	2006	City of Melbourne (total)	220	701	70	464	2340	174	362	177	858	1802	832	406	545	1214	274	222	71	2226	380	611	13949
11178	2005	City of Melbourne (total)	205	673	67	446	2175	156	338	173	791	1704	818	391	518	1180	266	204	71	2175	366	608	13325
11179	2004	City of Melbourne (total)	209	698	57	430	2078	153	304	174	754	1554	716	364	544	1143	247	186	66	1929	349	588	12543
11180	2003	City of Melbourne (total)	206	671	57	404	2042	147	294	167	797	1424	718	370	548	1152	245	183	65	1828	361	580	12259
11181	2002	City of Melbourne (total)	206	679	55	406	1972	152	281	166	788	1389	765	362	542	1124	239	174	56	1818	387	578	12139

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Open Punctuation

Close Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Spearman's ρ

Pearson's r

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows